diff --git a/.envrc b/.envrc
deleted file mode 100644
index 8392d15..0000000
--- a/.envrc
+++ /dev/null
@@ -1 +0,0 @@
-use flake
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 1bb2e2d..1fde61e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,5 @@
 .direnv
+.venv
 result
 
 # https://github.com/github/gitignore/blob/main/Python.gitignore
diff --git a/.vscode/extensions.json b/.vscode/extensions.json
index 80aa8ad..96b0f04 100644
--- a/.vscode/extensions.json
+++ b/.vscode/extensions.json
@@ -1,7 +1,9 @@
 {
   "recommendations": [
-    "editorconfig.editorconfig",
     "charliermarsh.ruff",
+    "editorconfig.editorconfig",
+    "ms-python.black-formatter",
     "ms-python.python",
+    "tamasfe.even-better-toml",
   ]
 }
\ No newline at end of file
diff --git a/.vscode/settings.json b/.vscode/settings.json
index e567087..aaa2380 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -1,30 +1,38 @@
 {
-  "python.analysis.typeCheckingMode": "basic",
-  "python.formatting.provider": "black",
+  // nice editor settings
   "editor.formatOnSave": true,
-  "python.linting.enabled": true,
-  "python.linting.lintOnSave": true,
-  "python.linting.mypyEnabled": true,
-  "python.linting.banditEnabled": true,
-  "python.languageServer": "Pylance",
-  "[python]": {
-    "editor.codeActionsOnSave": {
-      "source.organizeImports": true
-    }
-  },
-  "terminal.integrated.env.linux": {
-    "PYTHONPATH": "${workspaceFolder}"
-  },
+  "editor.formatOnPaste": true,
+  "editor.rulers": [
+    120
+  ],
+  // editorconfig redundancy
+  "files.insertFinalNewline": true,
+  "files.trimTrailingWhitespace": true,
+  // hide unimportant files/folders
   "files.exclude": {
+    // defaults
     "**/.git": true,
     "**/.svn": true,
     "**/.hg": true,
     "**/CVS": true,
     "**/.DS_Store": true,
     "**/Thumbs.db": true,
+    // annoying
     "**/__pycache__": true,
     "**/.mypy_cache": true,
-    "**/.direnv": true,
     "**/.ruff_cache": true,
+    "**/*.tmp": true,
+  },
+  // python settings
+  "python.analysis.typeCheckingMode": "basic", // get ready to be annoyed
+  "[python]": {
+    "editor.defaultFormatter": "ms-python.black-formatter",
+    "editor.codeActionsOnSave": {
+      "source.organizeImports.ruff": true,
+      "source.fixAll": true,
+    }
+  },
+  "terminal.integrated.env.linux": {
+    "PYTHONPATH": "${workspaceFolder}/src/",
   },
 }
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..25226a3
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,29 @@
+version: "3.8"
+services:
+  server:
+    build:
+      context: src/nio_llm_server/
+      dockerfile: Dockerfile
+    ports:
+      - 8000:8000
+    volumes:
+      - /home/laurent/.cache/huggingface/hub/:/root/.cache/huggingface/hub/
+    healthcheck:
+      test: ["CMD", "nc", "-z", "-v", "localhost", "8000"]
+    restart: unless-stopped
+
+  client:
+    build:
+      context: src/nio_llm/
+      dockerfile: Dockerfile
+    environment:
+      - NIOLLM_HOMESERVER=$NIOLLM_HOMESERVER
+      - NIOLLM_USERNAME=$NIOLLM_USERNAME
+      - NIOLLM_DEVICE_ID=$NIOLLM_DEVICE_ID
+      - NIOLLM_ROOM=$NIOLLM_ROOM
+      - NIOLLM_PASSWORD=$NIOLLM_PASSWORD
+      - NIOLLM_OPENAI_API_ENDPOINT=$NIOLLM_OPENAI_API_ENDPOINT
+    depends_on:
+      server:
+        condition: service_healthy
+    restart: unless-stopped
diff --git a/flake.lock b/flake.lock
deleted file mode 100644
index 85d70df..0000000
--- a/flake.lock
+++ /dev/null
@@ -1,85 +0,0 @@
-{
-  "nodes": {
-    "flake-utils": {
-      "inputs": {
-        "systems": "systems"
-      },
-      "locked": {
-        "lastModified": 1685518550,
-        "narHash": "sha256-o2d0KcvaXzTrPRIo0kOLV0/QXHhDQ5DTi+OxcjO8xqY=",
-        "owner": "numtide",
-        "repo": "flake-utils",
-        "rev": "a1720a10a6cfe8234c0e93907ffe81be440f4cef",
-        "type": "github"
-      },
-      "original": {
-        "owner": "numtide",
-        "repo": "flake-utils",
-        "type": "github"
-      }
-    },
-    "nixpkgs": {
-      "locked": {
-        "lastModified": 1686501370,
-        "narHash": "sha256-G0WuM9fqTPRc2URKP9Lgi5nhZMqsfHGrdEbrLvAPJcg=",
-        "owner": "NixOS",
-        "repo": "nixpkgs",
-        "rev": "75a5ebf473cd60148ba9aec0d219f72e5cf52519",
-        "type": "github"
-      },
-      "original": {
-        "owner": "NixOS",
-        "ref": "nixos-unstable",
-        "repo": "nixpkgs",
-        "type": "github"
-      }
-    },
-    "poetry2nix": {
-      "inputs": {
-        "flake-utils": [
-          "flake-utils"
-        ],
-        "nixpkgs": [
-          "nixpkgs"
-        ]
-      },
-      "locked": {
-        "lastModified": 1686140708,
-        "narHash": "sha256-CKTahDFlhx07OQb4Afj+4/cNaxIWfxb8VGUlllUgoPY=",
-        "owner": "nix-community",
-        "repo": "poetry2nix",
-        "rev": "d91e2dd14caf4d09240bedf69a778c88f356ebda",
-        "type": "github"
-      },
-      "original": {
-        "owner": "nix-community",
-        "repo": "poetry2nix",
-        "type": "github"
-      }
-    },
-    "root": {
-      "inputs": {
-        "flake-utils": "flake-utils",
-        "nixpkgs": "nixpkgs",
-        "poetry2nix": "poetry2nix"
-      }
-    },
-    "systems": {
-      "locked": {
-        "lastModified": 1681028828,
-        "narHash": "sha256-Vy1rq5AaRuLzOxct8nz4T6wlgyUR7zLU309k9mBC768=",
-        "owner": "nix-systems",
-        "repo": "default",
-        "rev": "da67096a3b9bf56a91d16901293e51ba5b49a27e",
-        "type": "github"
-      },
-      "original": {
-        "owner": "nix-systems",
-        "repo": "default",
-        "type": "github"
-      }
-    }
-  },
-  "root": "root",
-  "version": 7
-}
diff --git a/flake.nix b/flake.nix
deleted file mode 100644
index 2e0a1ce..0000000
--- a/flake.nix
+++ /dev/null
@@ -1,40 +0,0 @@
-{
-  description = "nio-llm";
-
-  inputs = {
-    nixpkgs.url = "github:NixOS/nixpkgs/nixos-unstable";
-    flake-utils.url = "github:numtide/flake-utils";
-
-    poetry2nix = {
-      url = "github:nix-community/poetry2nix";
-      inputs = {
-        nixpkgs.follows = "nixpkgs";
-        flake-utils.follows = "flake-utils";
-      };
-    };
-  };
-
-  outputs = { nixpkgs, flake-utils, poetry2nix, ... }:
-    flake-utils.lib.eachDefaultSystem (system:
-      let
-        pkgs = import nixpkgs {
-          inherit system;
-          overlays = [ poetry2nix.overlay ];
-        };
-
-        pythonEnv = pkgs.poetry2nix.mkPoetryEnv {
-          projectDir = ./.;
-          preferWheels = true;
-          python = pkgs.python311;
-        };
-      in {
-        packages.default = pkgs.poetry2nix.mkPoetryApplication {
-          projectDir = ./.;
-          preferWheels = true;
-          python = pkgs.python311;
-        };
-
-        devShells.default =
-          pkgs.mkShell { buildInputs = [ pythonEnv pkgs.poetry ]; };
-      });
-}
diff --git a/poetry.lock b/poetry.lock
index 562154c..ee04953 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,112 +1,110 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "aiofiles"
-version = "23.1.0"
+version = "23.2.1"
 description = "File support for asyncio."
-category = "main"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = ">=3.7"
 files = [
-    {file = "aiofiles-23.1.0-py3-none-any.whl", hash = "sha256:9312414ae06472eb6f1d163f555e466a23aed1c8f60c30cccf7121dba2e53eb2"},
-    {file = "aiofiles-23.1.0.tar.gz", hash = "sha256:edd247df9a19e0db16534d4baaf536d6609a43e1de5401d7a4c1c148753a1635"},
+    {file = "aiofiles-23.2.1-py3-none-any.whl", hash = "sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107"},
+    {file = "aiofiles-23.2.1.tar.gz", hash = "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.8.4"
+version = "3.8.6"
 description = "Async http client/server framework (asyncio)"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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-    {file = "aiohttp-3.8.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b744c33b6f14ca26b7544e8d8aadff6b765a80ad6164fb1a430bbadd593dfb1a"},
-    {file = "aiohttp-3.8.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1a45865451439eb320784918617ba54b7a377e3501fb70402ab84d38c2cd891b"},
-    {file = "aiohttp-3.8.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a86d42d7cba1cec432d47ab13b6637bee393a10f664c425ea7b305d1301ca1a3"},
-    {file = "aiohttp-3.8.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ee3c36df21b5714d49fc4580247947aa64bcbe2939d1b77b4c8dcb8f6c9faecc"},
-    {file = "aiohttp-3.8.4-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:176a64b24c0935869d5bbc4c96e82f89f643bcdf08ec947701b9dbb3c956b7dd"},
-    {file = "aiohttp-3.8.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c844fd628851c0bc309f3c801b3a3d58ce430b2ce5b359cd918a5a76d0b20cb5"},
-    {file = "aiohttp-3.8.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5393fb786a9e23e4799fec788e7e735de18052f83682ce2dfcabaf1c00c2c08e"},
-    {file = "aiohttp-3.8.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e4b09863aae0dc965c3ef36500d891a3ff495a2ea9ae9171e4519963c12ceefd"},
-    {file = "aiohttp-3.8.4-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:adfbc22e87365a6e564c804c58fc44ff7727deea782d175c33602737b7feadb6"},
-    {file = "aiohttp-3.8.4-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:147ae376f14b55f4f3c2b118b95be50a369b89b38a971e80a17c3fd623f280c9"},
-    {file = "aiohttp-3.8.4-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:eafb3e874816ebe2a92f5e155f17260034c8c341dad1df25672fb710627c6949"},
-    {file = "aiohttp-3.8.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:c6cc15d58053c76eacac5fa9152d7d84b8d67b3fde92709195cb984cfb3475ea"},
-    {file = "aiohttp-3.8.4-cp310-cp310-win32.whl", hash = "sha256:59f029a5f6e2d679296db7bee982bb3d20c088e52a2977e3175faf31d6fb75d1"},
-    {file = "aiohttp-3.8.4-cp310-cp310-win_amd64.whl", hash = "sha256:fe7ba4a51f33ab275515f66b0a236bcde4fb5561498fe8f898d4e549b2e4509f"},
-    {file = "aiohttp-3.8.4-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:3d8ef1a630519a26d6760bc695842579cb09e373c5f227a21b67dc3eb16cfea4"},
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 [package.dependencies]
@@ -125,7 +123,6 @@ speedups = ["Brotli", "aiodns", "cchardet"]
 name = "aiohttp-socks"
 version = "0.7.1"
 description = "Proxy connector for aiohttp"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -142,7 +139,6 @@ python-socks = {version = ">=2.0.0,<3.0.0", extras = ["asyncio"]}
 name = "aiosignal"
 version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -154,37 +150,51 @@ files = [
 frozenlist = ">=1.1.0"
 
 [[package]]
-name = "argcomplete"
-version = "3.1.1"
-description = "Bash tab completion for argparse"
-category = "main"
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
+[[package]]
+name = "anyio"
+version = "3.7.1"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+
 [package.extras]
-test = ["coverage", "mypy", "pexpect", "ruff", "wheel"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
+test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (<0.22)"]
 
 [[package]]
 name = "async-timeout"
-version = "4.0.2"
+version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
-category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -201,37 +211,33 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
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-python-versions = ">=3.7"
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 [package.dependencies]
@@ -249,111 +255,123 @@ uvloop = ["uvloop (>=0.15.2)"]
 
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 name = "certifi"
-version = "2023.5.7"
+version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
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 ]
 
 [[package]]
 name = "click"
-version = "8.1.3"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
 ]
 
 [package.dependencies]
@@ -363,7 +381,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -373,21 +390,19 @@ files = [
 
 [[package]]
 name = "diskcache"
-version = "5.6.1"
+version = "5.6.3"
 description = "Disk Cache -- Disk and file backed persistent cache."
-category = "main"
 optional = false
 python-versions = ">=3"
 files = [
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 description = "Parse Python docstrings in reST, Google and Numpydoc format"
-category = "main"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -396,146 +411,99 @@ files = [
 ]
 
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-version = "3.12.1"
-description = "A platform independent file lock."
-category = "main"
+name = "fastapi"
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+
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 ]
 
-[package.extras]
-abfs = ["adlfs"]
-adl = ["adlfs"]
-arrow = ["pyarrow (>=1)"]
-dask = ["dask", "distributed"]
-devel = ["pytest", "pytest-cov"]
-dropbox = ["dropbox", "dropboxdrivefs", "requests"]
-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
-fuse = ["fusepy"]
-gcs = ["gcsfs"]
-git = ["pygit2"]
-github = ["requests"]
-gs = ["gcsfs"]
-gui = ["panel"]
-hdfs = ["pyarrow (>=1)"]
-http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
-libarchive = ["libarchive-c"]
-oci = ["ocifs"]
-s3 = ["s3fs"]
-sftp = ["paramiko"]
-smb = ["smbprotocol"]
-ssh = ["paramiko"]
-tqdm = ["tqdm"]
-
 [[package]]
 name = "future"
 version = "0.18.3"
 description = "Clean single-source support for Python 3 and 2"
-category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -546,7 +514,6 @@ files = [
 name = "h11"
 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -558,7 +525,6 @@ files = [
 name = "h2"
 version = "4.1.0"
 description = "HTTP/2 State-Machine based protocol implementation"
-category = "main"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -574,7 +540,6 @@ hyperframe = ">=6.0,<7"
 name = "hpack"
 version = "4.0.0"
 description = "Pure-Python HPACK header compression"
-category = "main"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -582,43 +547,10 @@ files = [
     {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
 ]
 
-[[package]]
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-version = "0.14.1"
-description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
-category = "main"
-optional = false
-python-versions = ">=3.7.0"
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-]
-
-[package.dependencies]
-filelock = "*"
-fsspec = "*"
-packaging = ">=20.9"
-pyyaml = ">=5.1"
-requests = "*"
-tqdm = ">=4.42.1"
-typing-extensions = ">=3.7.4.3"
-
-[package.extras]
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-cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "black (>=23.1,<24.0)", "gradio", "jedi", "mypy (==0.982)", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "ruff (>=0.0.241)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
-fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
-quality = ["black (>=23.1,<24.0)", "mypy (==0.982)", "ruff (>=0.0.241)"]
-tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "gradio", "jedi", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "soundfile"]
-torch = ["torch"]
-typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
-
 [[package]]
 name = "hyperframe"
 version = "6.0.1"
 description = "HTTP/2 framing layer for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -630,7 +562,6 @@ files = [
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -640,25 +571,23 @@ files = [
 
 [[package]]
 name = "importlib-resources"
-version = "5.12.0"
+version = "6.1.0"
 description = "Read resources from Python packages"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "importlib_resources-6.1.0-py3-none-any.whl", hash = "sha256:aa50258bbfa56d4e33fbd8aa3ef48ded10d1735f11532b8df95388cc6bdb7e83"},
+    {file = "importlib_resources-6.1.0.tar.gz", hash = "sha256:9d48dcccc213325e810fd723e7fbb45ccb39f6cf5c31f00cf2b965f5f10f3cb9"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
 
 [[package]]
 name = "isort"
 version = "5.12.0"
 description = "A Python utility / library to sort Python imports."
-category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -674,117 +603,160 @@ requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "jsonargparse"
-version = "4.21.2"
+version = "4.25.0"
 description = "Implement minimal boilerplate CLIs derived from type hints and parse from command line, config files and environment variables."
-category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "jsonargparse-4.21.2-py3-none-any.whl", hash = "sha256:291f4a9902ba7eb2412f3182438b348acc3c98a064b992dc8a16b93a10143f51"},
-    {file = "jsonargparse-4.21.2.tar.gz", hash = "sha256:d8354450d131e557f318568369008bde0bf2506f6fa61cc8a0a3217320db882c"},
+    {file = "jsonargparse-4.25.0-py3-none-any.whl", hash = "sha256:90719b4070de26a2677d23f374c1cf52f6b9dbfd479e7ee5b96f47da893ee5b5"},
+    {file = "jsonargparse-4.25.0.tar.gz", hash = "sha256:4eaadae69c387a3d83a76b1eaf20ca98d5274d8637f180dca0754ce5405adb6b"},
 ]
 
 [package.dependencies]
-argcomplete = {version = ">=2.0.0", optional = true, markers = "extra == \"argcomplete\""}
 docstring-parser = {version = ">=0.15", optional = true, markers = "extra == \"signatures\""}
-fsspec = {version = ">=0.8.4", optional = true, markers = "extra == \"fsspec\""}
 PyYAML = ">=3.13"
 typeshed-client = {version = ">=2.1.0", optional = true, markers = "extra == \"signatures\""}
 
 [package.extras]
 all = ["jsonargparse[argcomplete]", "jsonargparse[fsspec]", "jsonargparse[jsonnet]", "jsonargparse[jsonschema]", "jsonargparse[omegaconf]", "jsonargparse[reconplogger]", "jsonargparse[ruyaml]", "jsonargparse[signatures]", "jsonargparse[typing-extensions]", "jsonargparse[urls]"]
 argcomplete = ["argcomplete (>=2.0.0)"]
-dev = ["jsonargparse[doc]", "jsonargparse[mypy]", "jsonargparse[test]", "pre-commit (>=2.19.0)", "pycodestyle (>=2.5.0)", "tox (>=3.25.0)"]
-doc = ["Sphinx (>=1.7.9)", "autodocsumm (>=0.1.10)", "sphinx-autodoc-typehints (>=1.19.5)", "sphinx-rtd-theme (>=0.4.3)"]
+coverage = ["jsonargparse[test-no-urls]", "pytest-cov (>=4.0.0)"]
+dev = ["build (>=0.10.0)", "jsonargparse[coverage]", "jsonargparse[doc]", "jsonargparse[mypy]", "jsonargparse[test]", "pre-commit (>=2.19.0)", "tox (>=3.25.0)"]
+doc = ["Sphinx (>=1.7.9)", "autodocsumm (>=0.1.10)", "sphinx-autodoc-typehints (>=1.19.5)", "sphinx-rtd-theme (>=1.2.2)"]
 fsspec = ["fsspec (>=0.8.4)"]
 jsonnet = ["jsonnet (>=0.13.0)", "jsonnet-binary (>=0.17.0)"]
 jsonschema = ["jsonschema (>=3.2.0)"]
-maintainer = ["bump2version (>=0.5.11)"]
+maintainer = ["bump2version (>=0.5.11)", "twine (>=4.0.2)"]
 mypy = ["jsonargparse[types-pyyaml]", "mypy (>=0.701)"]
 omegaconf = ["omegaconf (>=2.1.1)"]
 reconplogger = ["reconplogger (>=4.4.0)"]
 ruyaml = ["ruyaml (>=0.20.0)"]
 signatures = ["docstring-parser (>=0.15)", "jsonargparse[typing-extensions]", "typeshed-client (>=2.1.0)"]
-test = ["attrs (>=22.2.0)", "jsonargparse[test-no-urls]", "jsonargparse[types-pyyaml]", "pydantic (>=1.10.7)", "responses (>=0.12.0)", "types-requests (>=2.28.9)"]
-test-no-urls = ["coverage (>=4.5.1)", "pytest (>=6.2.5)", "pytest-subtests (>=0.8.0)"]
+test = ["attrs (>=22.2.0)", "jsonargparse[test-no-urls]", "jsonargparse[types-pyyaml]", "pydantic (>=2.3.0)", "responses (>=0.12.0)", "types-requests (>=2.28.9)"]
+test-no-urls = ["pytest (>=6.2.5)", "pytest-subtests (>=0.8.0)"]
 types-pyyaml = ["types-PyYAML (>=6.0.11)"]
 typing-extensions = ["typing-extensions (>=3.10.0.0)"]
 urls = ["requests (>=2.18.4)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.19.1"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "jsonschema-4.19.1.tar.gz", hash = "sha256:ec84cc37cfa703ef7cd4928db24f9cb31428a5d0fa77747b8b51a847458e0bbf"},
 ]
 
 [package.dependencies]
-attrs = ">=17.4.0"
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+attrs = ">=22.2.0"
+jsonschema-specifications = ">=2023.03.6"
+referencing = ">=0.28.4"
+rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
 format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
 [[package]]
-name = "llama-cpp-python"
-version = "0.1.62"
-description = "A Python wrapper for llama.cpp"
-category = "main"
+name = "jsonschema-specifications"
+version = "2023.7.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "llama_cpp_python-0.1.62.tar.gz", hash = "sha256:52beb03c63bad75bbc2070bc49fd9ec91e9b22fb426a80893072d16fc752add7"},
+    {file = "jsonschema_specifications-2023.7.1-py3-none-any.whl", hash = "sha256:05adf340b659828a004220a9613be00fa3f223f2b82002e273dee62fd50524b1"},
+    {file = "jsonschema_specifications-2023.7.1.tar.gz", hash = "sha256:c91a50404e88a1f6ba40636778e2ee08f6e24c5613fe4c53ac24578a5a7f72bb"},
 ]
 
 [package.dependencies]
-diskcache = ">=5.6.1,<6.0.0"
-numpy = ">=1.20.0,<2.0.0"
-typing-extensions = ">=4.6.3,<5.0.0"
+referencing = ">=0.28.0"
+
+[[package]]
+name = "llama-cpp-python"
+version = "0.1.85"
+description = "A Python wrapper for llama.cpp"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "llama_cpp_python-0.1.85.tar.gz", hash = "sha256:9ad2269f47a5fac10e78565e0b4078ea6b8d56ddd3b78892967da4739684db2b"},
+]
+
+[package.dependencies]
+diskcache = ">=5.6.1"
+fastapi = {version = ">=0.100.0", optional = true, markers = "extra == \"server\""}
+numpy = ">=1.20.0"
+pydantic-settings = {version = ">=2.0.1", optional = true, markers = "extra == \"server\""}
+sse-starlette = {version = ">=1.6.1", optional = true, markers = "extra == \"server\""}
+typing-extensions = ">=4.5.0"
+uvicorn = {version = ">=0.22.0", optional = true, markers = "extra == \"server\""}
 
 [package.extras]
-server = ["fastapi (>=0.96.0,<0.97.0)", "sse-starlette (>=1.6.1,<2.0.0)", "uvicorn (>=0.22.0,<0.23.0)"]
+server = ["fastapi (>=0.100.0)", "pydantic-settings (>=2.0.1)", "sse-starlette (>=1.6.1)", "uvicorn (>=0.22.0)"]
 
 [[package]]
 name = "logbook"
-version = "1.5.3"
+version = "1.7.0"
 description = "A logging replacement for Python"
-category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
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+    {file = "Logbook-1.7.0.tar.gz", hash = "sha256:da4c22f8a5b0a0e9cf7b198f2ac935934b933a04b5a2d24ef3b1ffa2faeaa3c1"},
 ]
 
 [package.extras]
-all = ["Jinja2", "brotli", "cython", "execnet (>=1.0.9)", "mock", "pytest", "pytest-cov (<2.6)", "pyzmq", "redis", "sqlalchemy"]
+all = ["Logbook[compression,execnet,jinja,nteventlog,redis,sqlalchemy,zmq]"]
 compression = ["brotli"]
-dev = ["cython", "mock", "pytest", "pytest-cov (<2.6)"]
+dev = ["Logbook[test]", "tox (>=4)"]
+docs = ["Sphinx"]
 execnet = ["execnet (>=1.0.9)"]
 jinja = ["Jinja2"]
+nteventlog = ["pywin32"]
 redis = ["redis"]
-sqlalchemy = ["sqlalchemy"]
-test = ["mock", "pytest", "pytest-cov (<2.6)"]
+sqlalchemy = ["sqlalchemy (>=1.4)"]
+test = ["pytest (>=6)", "pytest-rerunfailures"]
 zmq = ["pyzmq"]
 
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -809,7 +781,6 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "matrix-nio"
 version = "0.20.2"
 description = "A Python Matrix client library, designed according to sans I/O principles."
-category = "main"
 optional = false
 python-versions = ">=3.7.0,<4.0.0"
 files = [
@@ -836,7 +807,6 @@ e2e = ["atomicwrites (>=1.4.0,<2.0.0)", "cachetools (>=4.2.1,<5.0.0)", "peewee (
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -848,7 +818,6 @@ files = [
 name = "multidict"
 version = "6.0.4"
 description = "multidict implementation"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -930,55 +899,53 @@ files = [
 
 [[package]]
 name = "mypy"
-version = "1.3.0"
+version = "1.5.1"
 description = "Optional static typing for Python"
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+description = "JSON Referencing + Python"
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+
 [[package]]
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
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 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1253,14 +1384,13 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "rich"
-version = "13.4.2"
+version = "13.6.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
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 [package.extras]
 jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
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+    {file = "rpds_py-0.10.4-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:ae8a32ab77a84cc870bbfb60645851ca0f7d58fd251085ad67464b1445d632ca"},
+    {file = "rpds_py-0.10.4.tar.gz", hash = "sha256:18d5ff7fbd305a1d564273e9eb22de83ae3cd9cd6329fddc8f12f6428a711a6a"},
+]
+
 [[package]]
 name = "ruff"
 version = "0.0.267"
 description = "An extremely fast Python linter, written in Rust."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1298,36 +1535,76 @@ files = [
 ]
 
 [[package]]
-name = "tqdm"
-version = "4.65.0"
-description = "Fast, Extensible Progress Meter"
-category = "main"
+name = "sniffio"
+version = "1.3.0"
+description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.65.0-py3-none-any.whl", hash = "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"},
-    {file = "tqdm-4.65.0.tar.gz", hash = "sha256:1871fb68a86b8fb3b59ca4cdd3dcccbc7e6d613eeed31f4c332531977b89beb5"},
+    {file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
+    {file = "sniffio-1.3.0.tar.gz", hash = "sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101"},
+]
+
+[[package]]
+name = "sse-starlette"
+version = "1.6.5"
+description = "\"SSE plugin for Starlette\""
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "sse-starlette-1.6.5.tar.gz", hash = "sha256:819f2c421fb37067380fe3dcaba246c476b02651b7bb7601099a378ad802a0ac"},
+    {file = "sse_starlette-1.6.5-py3-none-any.whl", hash = "sha256:68b6b7eb49be0c72a2af80a055994c13afcaa4761b29226beb208f954c25a642"},
+]
+
+[package.dependencies]
+starlette = "*"
+
+[[package]]
+name = "starlette"
+version = "0.27.0"
+description = "The little ASGI library that shines."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "starlette-0.27.0-py3-none-any.whl", hash = "sha256:918416370e846586541235ccd38a474c08b80443ed31c578a418e2209b3eef91"},
+    {file = "starlette-0.27.0.tar.gz", hash = "sha256:6a6b0d042acb8d469a01eba54e9cda6cbd24ac602c4cd016723117d6a7e73b75"},
+]
+
+[package.dependencies]
+anyio = ">=3.4.0,<5"
+
+[package.extras]
+full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
+
+[[package]]
+name = "tqdm"
+version = "4.66.1"
+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.66.1-py3-none-any.whl", hash = "sha256:d302b3c5b53d47bce91fea46679d9c3c6508cf6332229aa1e7d8653723793386"},
+    {file = "tqdm-4.66.1.tar.gz", hash = "sha256:d88e651f9db8d8551a62556d3cff9e3034274ca5d66e93197cf2490e2dcb69c7"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
 [[package]]
 name = "typeshed-client"
-version = "2.3.0"
+version = "2.4.0"
 description = "A library for accessing stubs in typeshed."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "typeshed_client-2.3.0-py3-none-any.whl", hash = "sha256:27976287e0682be3005233f08f6f3cedf0c496413bcb213378f46e08798988c4"},
-    {file = "typeshed_client-2.3.0.tar.gz", hash = "sha256:e2734755f93a0b6c1da8daad11670c75a36583d889d4d7b110eb882765b8bced"},
+    {file = "typeshed_client-2.4.0-py3-none-any.whl", hash = "sha256:5358cab27cf2d7b1cd1e77dd92a3ac3cd9cd31df9eb2e958bd280a38160a3219"},
+    {file = "typeshed_client-2.4.0.tar.gz", hash = "sha256:b4e4e3e40dca91ce1a667d2eb0eb350a0a2c0d80e18a232d18857aa61bed3492"},
 ]
 
 [package.dependencies]
@@ -1335,21 +1612,19 @@ importlib-resources = ">=1.4.0"
 
 [[package]]
 name = "typing-extensions"
-version = "4.6.3"
-description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.6.3-py3-none-any.whl", hash = "sha256:88a4153d8505aabbb4e13aacb7c486c2b4a33ca3b3f807914a9b4c844c471c26"},
-    {file = "typing_extensions-4.6.3.tar.gz", hash = "sha256:d91d5919357fe7f681a9f2b5b4cb2a5f1ef0a1e9f59c4d8ff0d3491e05c0ffd5"},
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
 ]
 
 [[package]]
 name = "unpaddedbase64"
 version = "2.1.0"
 description = "Encode and decode Base64 without \"=\" padding"
-category = "main"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -1359,14 +1634,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.0.3"
+version = "2.0.6"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "urllib3-2.0.3-py3-none-any.whl", hash = "sha256:48e7fafa40319d358848e1bc6809b208340fafe2096f1725d05d67443d0483d1"},
-    {file = "urllib3-2.0.3.tar.gz", hash = "sha256:bee28b5e56addb8226c96f7f13ac28cb4c301dd5ea8a6ca179c0b9835e032825"},
+    {file = "urllib3-2.0.6-py3-none-any.whl", hash = "sha256:7a7c7003b000adf9e7ca2a377c9688bbc54ed41b985789ed576570342a375cd2"},
+    {file = "urllib3-2.0.6.tar.gz", hash = "sha256:b19e1a85d206b56d7df1d5e683df4a7725252a964e3993648dd0fb5a1c157564"},
 ]
 
 [package.extras]
@@ -1375,11 +1649,28 @@ secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "uvicorn"
+version = "0.23.2"
+description = "The lightning-fast ASGI server."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "uvicorn-0.23.2-py3-none-any.whl", hash = "sha256:1f9be6558f01239d4fdf22ef8126c39cb1ad0addf76c40e760549d2c2f43ab53"},
+    {file = "uvicorn-0.23.2.tar.gz", hash = "sha256:4d3cc12d7727ba72b64d12d3cc7743124074c0a69f7b201512fc50c3e3f1569a"},
+]
+
+[package.dependencies]
+click = ">=7.0"
+h11 = ">=0.8"
+
+[package.extras]
+standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
+
 [[package]]
 name = "yarl"
 version = "1.9.2"
 description = "Yet another URL library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1466,4 +1757,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "cfd6eb1c6de4ea642b23527b06a599817a415afc0935a518777b4a43b6336f49"
+content-hash = "203ba0514ab6d184950797aa681791eac2effad13499639983a7ef2f37d6faf8"
diff --git a/poetry.toml b/poetry.toml
new file mode 100644
index 0000000..53b35d3
--- /dev/null
+++ b/poetry.toml
@@ -0,0 +1,3 @@
+[virtualenvs]
+create = true
+in-project = true
diff --git a/pyproject.toml b/pyproject.toml
index b4adf48..9bf9d5f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,7 +6,7 @@ license = "MIT"
 name = "nio-llm"
 readme = "README.md"
 repository = "https://github.com/Laurent2916/nio-llm.git"
-version = "0.1.0"
+version = "1.0.0"
 
 [tool.poetry.scripts]
 nio-llm = "nio_llm.main:main"
@@ -29,9 +29,21 @@ mypy = "^1.3.0"
 ruff = "^0.0.267"
 
 [tool.ruff]
+target-version = "py311"
 line-length = 120
+ignore-init-module-imports = true
+include = [
+  "*.py",              # regular python files
+  "*.pyi",             # python stub files
+  "*.ipynb",           # jupyter notebooks
+  "**/pyproject.toml", # python config files
+]
 ignore = [
-  "G004", # Logging statement uses f-string
+  "G004",  # Logging statement uses f-string
+  "EM102", # Exception must not use an f-string literal, assign to variable first
+  "D100",  # Missing docstring in public module
+  "D104",  # Missing docstring in public package
+  "N812",  # Lowercase imported as non lowercase
 ]
 select = [
   "A",   # flake8-builtins
@@ -47,6 +59,8 @@ select = [
   "N",   # pep8-naming
   "PIE", # flake8-pie
   "PTH", # flake8-use-pathlib
+  "TD",  # flake8-todo
+  "FIX", # flake8-fixme
   "RET", # flake8-return
   "RUF", # ruff
   "S",   # flake8-bandit
@@ -59,26 +73,28 @@ select = [
 [tool.ruff.pydocstyle]
 convention = "google"
 
+[tool.ruff.isort]
+known-first-party = ["nio_llm"]
+
+[tool.ruff.per-file-ignores]
+"__init__.py" = [
+  "F401", # Imported but unused
+]
+"src/aube/main.py" = [
+  "F401", # Imported but unused
+  "E402", # Module level import not at top of file
+]
+
+[tool.ruff.mccabe]
+max-complexity = 5 # C901
+
 [tool.black]
-include = '\.pyi?$'
-target-version = ["py311"]
-line-length = 120
 exclude = '''
 /(
   \.git
   \.venv
 )/
 '''
-
-[tool.isort]
-multi_line_output = 3
-profile = "black"
-
-[tool.mypy]
-python_version = "3.11"
-warn_return_any = true
-warn_unused_configs = true
-
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
+include = '\.pyi?$'
+line-length = 120
+target-version = ["py311"]
diff --git a/src/nio_llm/Dockerfile b/src/nio_llm/Dockerfile
new file mode 100644
index 0000000..7e3c87f
--- /dev/null
+++ b/src/nio_llm/Dockerfile
@@ -0,0 +1,21 @@
+FROM python:3.9
+
+# Update and upgrade the existing packages
+RUN apt-get update && \
+    apt-get upgrade -y
+
+RUN mkdir /app
+WORKDIR /app
+
+# install python dependencies
+RUN pip install --upgrade pip
+RUN pip install \
+    jsonargparse[signatures] \
+    git+https://github.com/abetlen/llama-cpp-python.git \
+    matrix-nio \
+    openai \
+    rich
+
+COPY *.py /app/nio_llm/
+ENV PYTHONPATH=/app
+CMD ["/usr/local/bin/python", "/app/nio_llm"]
diff --git a/nio_llm/__init__.py b/src/nio_llm/__init__.py
similarity index 100%
rename from nio_llm/__init__.py
rename to src/nio_llm/__init__.py
diff --git a/nio_llm/main.py b/src/nio_llm/__main__.py
similarity index 55%
rename from nio_llm/main.py
rename to src/nio_llm/__main__.py
index e0ffb05..ad45646 100644
--- a/nio_llm/main.py
+++ b/src/nio_llm/__main__.py
@@ -2,9 +2,7 @@
 
 import asyncio
 import logging
-from pathlib import Path
 
-from huggingface_hub import hf_hub_download
 from jsonargparse import CLI
 from rich.logging import RichHandler
 
@@ -15,53 +13,62 @@ logger = logging.getLogger("nio-llm.main")
 
 def main(
     room: str,
-    password: str,
     username: str,
-    preprompt: str,
+    password: str,
+    preprompt: str = "You are a helpful assistant in a multi-agent [matrix] conversation.",
     device_id: str = "nio-llm",
     homeserver: str = "https://matrix.org",
-    ggml_repoid: str = "TheBloke/stable-vicuna-13B-GGML",
-    ggml_filename: str = "stable-vicuna-13B.ggmlv3.q5_1.bin",
     sync_timeout: int = 30000,
+    openai_api_key: str = "osftw",
+    openai_api_endpoint: str = "http://localhost:8000/v1",
+    openai_temperature: float = 0,
+    openai_max_tokens: int = 256,
 ) -> None:
-    """Download llama model from HuggingFace and start the client.
+    """Instantiate and start the client.
 
     Args:
         room (`str`):
             The room to join.
-        password (`str`):
-            The password to log in with.
         username (`str`):
             The username to log in as.
-        device_id (`str`):
-            The device ID to use.
+        password (`str`):
+            The password to log in with.
         preprompt (`str`):
             The preprompt to use.
-        ggml_repoid (`str`, default `"TheBloke/stable-vicuna-13B-GGML"`):
-            The HuggingFace Hub repo ID to download the model from.
-        ggml_filename (`str`, default `"stable-vicuna-13B.ggmlv3.q5_1.bin"`):
-            The HuggingFace Hub filename to download the model from.
-        homeserver (`str`, default `"matrix.org"`):
-            The homeserver to connect to.
-        sync_timeout (`int`, default `30000`):
+            Defaults to `"You are a helpful assistant."`.
+        device_id (`str`):
+            The device ID to use.
+            Defaults to `"nio-llm"`.
+        homeserver (`str`):
+            The matrix homeserver to connect to.
+            Defaults to `"https://matrix.org"`.
+        sync_timeout (`int`):
             The timeout to use when syncing with the homeserver.
+            Defaults to `30000`.
+        openai_api_key (`str`):
+            The OpenAI API key to use.
+            Defaults to `"osftw"`.
+        openai_api_endpoint (`str`):
+            The OpenAI API endpoint to use.
+            Defaults to `"http://localhost:8000/v1"`.
+        openai_temperature (`float`):
+            The OpenAI temperature to use.
+            Defaults to `0`.
+        openai_max_tokens (`int`):
+            The OpenAI max tokens to use.
+            Defaults to `256`.
     """
-    # download the model
-    ggml_path = Path(
-        hf_hub_download(
-            repo_id=ggml_repoid,
-            filename=ggml_filename,
-        ),
-    )
-
     # create the client
     client = LLMClient(
         room=room,
         username=username,
         device_id=device_id,
-        ggml_path=ggml_path,
         preprompt=preprompt,
         homeserver=homeserver,
+        openai_api_key=openai_api_key,
+        openai_api_endpoint=openai_api_endpoint,
+        openai_temperature=openai_temperature,
+        openai_max_tokens=openai_max_tokens,
     )
 
     # start the client
@@ -86,6 +93,6 @@ if __name__ == "__main__":
     CLI(
         components=main,
         as_positional=False,
-        env_prefix="NIO_LLM",
+        env_prefix="NIOLLM",
         default_env=True,
     )
diff --git a/nio_llm/client.py b/src/nio_llm/client.py
similarity index 58%
rename from nio_llm/client.py
rename to src/nio_llm/client.py
index 888b430..bbc72f2 100644
--- a/nio_llm/client.py
+++ b/src/nio_llm/client.py
@@ -1,18 +1,15 @@
-"""A Matrix client that uses Llama to respond to messages."""
-
 import logging
 import time
 from collections import deque
-from pathlib import Path
 
-from llama_cpp import Llama
+import openai
 from nio import AsyncClient, MatrixRoom, RoomMessageText
 
 logger = logging.getLogger("nio-llm.client")
 
 
 class LLMClient(AsyncClient):
-    """A Matrix client that uses Llama to respond to messages."""
+    """A Matrix client that uses llama.cpp to respond to messages."""
 
     def __init__(
         self,
@@ -20,18 +17,33 @@ class LLMClient(AsyncClient):
         homeserver: str,
         device_id: str,
         preprompt: str,
-        ggml_path: Path,
         room: str,
-    ):
+        openai_api_key: str,
+        openai_api_endpoint: str,
+        openai_temperature: float,
+        openai_max_tokens: int,
+    ) -> None:
         """Create a new LLMClient instance.
 
         Args:
-            username (`str`): The username to log in as.
-            homeserver (`str`): The homeserver to connect to.
-            device_id (`str`): The device ID to use.
-            preprompt (`str`): The preprompt to use.
-            ggml_path (`Path`): The path to the GGML model.
-            room (`str`): The room to join.
+            username (`str`):
+                The username to log in as.
+            homeserver (`str`):
+                The homeserver to connect to.
+            device_id (`str`):
+                The device ID to use.
+            preprompt (`str`):
+                The preprompt to use.
+            room (`str`):
+                The room to join.
+            openai_api_key (`str`):
+                The OpenAI API key to use.
+            openai_api_endpoint (`str`):
+                The OpenAI API endpoint to use.
+            openai_temperature (`float`):
+                The OpenAI temperature to use.
+            openai_max_tokens (`int`):
+                The OpenAI max tokens to use.
         """
         self.uid = f"@{username}:{homeserver.removeprefix('https://')}"
         self.spawn_time = time.time() * 1000
@@ -39,20 +51,19 @@ class LLMClient(AsyncClient):
         self.preprompt = preprompt
         self.room = room
 
-        # create the AsyncClient instance
+        # setup openai settings
+        openai.api_base = openai_api_endpoint
+        openai.api_key = openai_api_key
+        self.openai_temperature = openai_temperature
+        self.openai_max_tokens = openai_max_tokens
+
+        # create nio AsyncClient instance
         super().__init__(
             user=self.uid,
             homeserver=homeserver,
             device_id=device_id,
         )
 
-        # create the Llama instance
-        self.llm = Llama(
-            model_path=str(ggml_path),
-            n_threads=12,
-            n_ctx=512 + 128,
-        )
-
         # create message history queue
         self.history: deque[RoomMessageText] = deque(maxlen=10)
 
@@ -63,8 +74,10 @@ class LLMClient(AsyncClient):
         """Process new messages as they come in.
 
         Args:
-            room (`MatrixRoom`): The room the message was sent in.
-            event (`RoomMessageText`): The message event.
+            room (`MatrixRoom`):
+                The room the message was sent in.
+            event (`RoomMessageText`):
+                The message event.
         """
         logger.debug(f"New RoomMessageText: {event.source}")
 
@@ -93,6 +106,7 @@ class LLMClient(AsyncClient):
 
         # update history
         self.history.append(event)
+        logger.debug(f"Updated history: {self.history}")
 
         # ignore our own messages
         if event.sender == self.user:
@@ -107,51 +121,46 @@ class LLMClient(AsyncClient):
             and f'<a href="https://matrix.to/#/{self.uid}">{self.username}</a>'
             in event.source["content"]["formatted_body"]
         ):
-            logger.debug("Ignoring message not directed at us.")
-            return
-
-        # generate prompt from message and history
-        history = "\n".join(f"<{message.sender}>: {message.body}" for message in self.history)
-        prompt = "\n".join([self.preprompt, history, f"<{self.uid}>:"])
-        tokens = self.llm.tokenize(str.encode(prompt))
-        logger.debug(f"Prompt:\n{prompt}")
-        logger.debug(f"Tokens: {len(tokens)}")
-
-        # ignore prompts that are too long
-        if len(tokens) > 512:
-            logger.debug("Prompt too long, skipping.")
-            await self.room_send(
-                room_id=self.room,
-                message_type="m.room.message",
-                content={
-                    "msgtype": "m.emote",
-                    "body": "reached prompt token limit",
-                },
-            )
+            logger.debug("Ignoring message not mentioning us.")
             return
 
         # enable typing indicator
         await self.room_typing(
             self.room,
             typing_state=True,
-            timeout=100000000,
+            timeout=30000,
         )
+        logger.debug("Enabled typing indicator.")
 
         # generate response using llama.cpp
-        senders = [f"<{message.sender}>" for message in self.history]
-        output = self.llm(
-            prompt,
-            max_tokens=128,
-            stop=[f"<{self.uid}>", "### Human", "### Assistant", *senders],
-            echo=True,
+        response = openai.ChatCompletion.create(
+            model="local-model",
+            messages=[
+                {
+                    "content": self.preprompt,
+                    "role": "system",
+                },
+                *[
+                    {
+                        "content": f"{message.sender}: {message.body}",
+                        "role": "assistant" if message.sender == self.uid else "user",
+                    }
+                    for message in self.history
+                ],
+            ],
+            stop=["<|im_end|>"],
+            temperature=self.openai_temperature,
+            max_tokens=self.openai_max_tokens,
         )
+        logger.debug(f"Generated response: {response}")
 
         # retreive the response
-        output = output["choices"][0]["text"]  # type: ignore
-        output = output.removeprefix(prompt).strip()
+        output = response["choices"][0]["message"]["content"]  # type: ignore
+        output = output.strip().removeprefix(f"{self.uid}:").strip()
 
         # disable typing indicator
         await self.room_typing(self.room, typing_state=False)
+        logger.debug("Disabled typing indicator.")
 
         # send the response
         await self.room_send(
@@ -162,8 +171,9 @@ class LLMClient(AsyncClient):
                 "body": output,
             },
         )
+        logger.debug(f"Sent response: {output}")
 
-    async def start(self, password, sync_timeout=30000):
+    async def start(self, password, sync_timeout=30000) -> None:
         """Start the client.
 
         Args:
diff --git a/src/nio_llm_server/Dockerfile b/src/nio_llm_server/Dockerfile
new file mode 100644
index 0000000..b7ea5ef
--- /dev/null
+++ b/src/nio_llm_server/Dockerfile
@@ -0,0 +1,33 @@
+FROM python:3
+
+# Update and upgrade the existing packages
+RUN apt-get update && \
+    apt-get upgrade -y && \
+    apt-get install -y --no-install-recommends \
+        ninja-build \
+        libopenblas-dev \
+        build-essential
+
+RUN mkdir /app
+WORKDIR /app
+
+# install python dependencies
+RUN pip install --upgrade pip
+RUN pip install huggingface_hub
+RUN CMAKE_ARGS="-DLLAMA_BLAS=ON -DLLAMA_BLAS_VENDOR=OpenBLAS" \
+    pip install llama-cpp-python[server]@git+https://github.com/abetlen/llama-cpp-python.git --verbose
+
+# Set environment variable for the host
+ENV HOST=0.0.0.0
+ENV PORT=8000
+ENV HF_REPO=TheBloke/Mistral-7B-OpenOrca-GGUF
+ENV HF_FILE=mistral-7b-openorca.Q4_K_M.gguf
+ENV MODEL_ALIAS=local-model
+ENV CHAT_FORMAT=chatml
+
+# Expose a port for the server
+EXPOSE 8000
+
+COPY run.sh /app
+# Run the server start script
+CMD ["/bin/sh", "/app/run.sh"]
diff --git a/src/nio_llm_server/run.sh b/src/nio_llm_server/run.sh
new file mode 100644
index 0000000..c22916a
--- /dev/null
+++ b/src/nio_llm_server/run.sh
@@ -0,0 +1,6 @@
+#!/bin/bash
+
+huggingface-cli download $HF_REPO $HF_FILE
+MODEL_PATH=`huggingface-cli download --quiet $HF_REPO $HF_FILE`
+
+python3 -m llama_cpp.server --host $HOST --port $PORT --model $MODEL_PATH --model_alias $MODEL_ALIAS --chat_format $CHAT_FORMAT